PythonHub

Enigma Cipher Machine: An Object Oriented Python Implementation https://christopherchmielewski.xyz/blog/2025-01-23-enigma-oo-implementation.html

bytedance / monolith A Lightweight Recommendation System https://github.com/bytedance/monolith

microsoft / PromptWizard Task-Aware Agent-driven Prompt Optimization Framework https://github.com/microsoft/PromptWizard

Django & Redis - Vary Headers to Control Caching Behavior In this video, we'll learn about caching with Vary Headers, allowing pages to be cached where the content depends on some dynamic data, for example an authenticated user or a language. https://www.youtube.com/watch?v=iUn8go-XZNw

Kiln Rapid AI Prototyping and Dataset Collaboration Tool. https://github.com/Kiln-AI/Kiln

Bitcoin Price Patterns: A Time Series Analysis in Python Learn how to analyze and predict Bitcoin prices using time series analysis in Python. https://www.datacamp.com/blog/python-bitcoin

Embedding Python in Rust (for tests) The article discusses embedding Python in Rust for testing purposes, using PyO3 to create a test runner that executes Python tests and exposes Rust functions to Python code. It covers building Python from source, setting up a Rust project with PyO3, running Python code within Rust, and demonstrates how to create complex interfaces between Rust and Python, including handling dynamic types. https://www.enterprisedb.com/blog/embedding-python-rust-tests

self-adaptive-llms A Self-adaptation Framework that adapts LLMs for unseen tasks in real-time! https://github.com/SakanaAI/self-adaptive-llms

Coconut Training Large Language Model to Reason in a Continuous Latent Space. https://github.com/facebookresearch/coconut

Agent Recipes Explore common agent recipes with ready to copy code to improve your LLM applications. https://www.agentrecipes.com/

stable-codec A family of state-of-the-art Transformer-based audio codecs for low-bitrate high-quality audio coding. https://github.com/Stability-AI/stable-codec

KenobiDB KenobiDB is a document-based data store abstraction built on Python’s sqlite3, offering a simple and efficient way to manage JSON-like data. https://patx.github.io/kenobi/

Leviathan A lightning-fast Zig-powered event loop for Python's asyncio. https://github.com/kython28/leviathan

TangoFlux Super Fast and Faithful Text to Audio Generation with Flow Matching. https://tangoflux.github.io

Genesis-Embodied-AI / Genesis A generative world for general-purpose robotics & embodied AI learning. https://github.com/Genesis-Embodied-AI/Genesis

Catching memory leaks with your test suite If you have a good test suite, you may be able use pytest fixtures to identify memory and other resource leaks. https://pythonspeed.com/articles/identifying-resource-leaks-with-pytest/

The “Active Enum” Pattern Enums are objects, why not give them attributes? https://blog.glyph.im/2025/01/active-enum.html

OpenBMB / MiniCPM-o MiniCPM-o 2.6: A GPT-4o Level MLLM for Vision, Speech and Multimodal Live Streaming on Your Phone https://github.com/OpenBMB/MiniCPM-o

Caching with Redis and Django! In this video, we'll learn about caching and how to setup and use Redis in a Django application. We'll touch upon invalidation strategies with Django signals, and the pros/cons of caching. https://www.youtube.com/watch?v=5W2Yff00H8s

Django vs. FastAPI, An Honest Comparison The post provides an in-depth comparison of Django and FastAPI, highlighting their distinct approaches. Django excels as an all-inclusive, beginner-friendly framework with robust tools and structure, while FastAPI offers modern features, flexibility, and better async support, catering to experienced developers seeking full control. The choice depends on project requirements and desired d... https://www.david-dahan.com/blog/comparing-fastapi-and-django